API or serverKnowledge management

MemOS

Store, retrieve, and compose long-term memory for LLM applications and agents.

Stars
10,207
Forks
930
License
Apache-2.0
Updated
Updated Jul 14, 2026

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Project overview

MemOS exposes one API for adding, searching, editing, and deleting agent memory, with inspectable graph structure for text, images, tool traces, and personas. Separate memory cubes can isolate or selectively combine knowledge across users, projects, and agents. Deployment options include a managed cloud API, a self-hosted service using Neo4j and Qdrant, or local Hermes and OpenClaw plugins backed by on-device SQLite.

Repository facts

Primary language
TypeScript
License
Apache-2.0
Repository updated
Jul 14, 2026
Default branch
main

Resource types

API or server

Use cases

Knowledge management

Runtime

DockerSelf-hosted

Protocols & integrations

REST

Capabilities

Background executionMemory

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